As reported in Table REF , CEM policy guided by our critic model achieves 64% instance grasping success rate in simulation and 61% in the real world execution with zero real data for training.
This is a significant improvement over previous work that aims at sim-to-real transfer at image-level (e.g., [1]} achieved 23.53% indiscriminative grasping success trained only with simulated data).
